Ataccama ONE Platform vs Enterworks Enable comparison

Ataccama and Enterworks are both solutions in the Master Data Management (MDM) Software category. Ataccama is ranked #5 with an average rating of 7.7, while Enterworks is ranked #13. Ataccama holds a 7.2% mindshare in MDM, compared to Enterworks’s 2.4% mindshare. Additionally, 100% of Ataccama users are willing to recommend the solution, compared to 50% of Enterworks users who would recommend it.

Ataccama ONE Platform

Read 15 Ataccama ONE Platform reviews

2,954 Views
532 Comparison Views

100% willing to recommend

Enterworks Enable

Read 2 Enterworks Enable reviews

247 Views
136 Comparison Views

50% willing to recommend

Ataccama ONE Platform

Enterworks Enable

Comparison Buyer's Guide

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Executive SummaryUpdated on Nov 16, 2025

Enterworks Enable and Ataccama ONE Platform compete in master data management. Ataccama ONE Platform has the upper hand due to its robust features and proven value.

Features: Enterworks Enable offers strengths in data modeling, workflow management, and configurable data attributes. Ataccama ONE Platform stands out with data quality management, data governance capabilities, and advanced data integration tools.

Ease of Deployment and Customer Service: Enterworks Enable focuses on seamless implementation with strong support. Ataccama ONE Platform provides a modular deployment model allowing for gradual scaling and integration.

Pricing and ROI: Enterworks Enable has competitive setup costs with low initial investment and a lower total cost of ownership. Ataccama ONE Platform may have higher upfront expenses but offers strong ROI with its ability to scale and comprehensive features.

To learn more, read our detailed Ataccama ONE Platform vs. Enterworks Enable Report (Updated: December 2025).

Buyer's Guide

Ataccama ONE Platform vs. Enterworks Enable

December 2025

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Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

Ataccama ONE Platform

Ranking in Master Data Management (MDM) Software

5th

Average Rating

7.8

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Data Quality (4th), Data Scrubbing Software (4th), Data Governance (10th), AI Observability (39th)

Enterworks Enable

Ranking in Master Data Management (MDM) Software

13th

Average Rating

5.6

Reviews Sentiment

5.0

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of January 2026, in the Master Data Management (MDM) Software category, the mindshare of Ataccama ONE Platform is 7.2%, up from 6.7% compared to the previous year. The mindshare of Enterworks Enable is 2.4%, up from 1.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Master Data Management (MDM) Software Market Share Distribution
Product	Market Share (%)
Ataccama ONE Platform	7.2%
Enterworks Enable	2.4%
Other	90.4%

Master Data Management (MDM) Software

Featured Reviews

Akhil Danturti

Data Governance Analyst at Entain India

Streamlines reusable data quality rules and has highlighted the need for richer logic and documentation

I worked in Ataccama ONE Platform from version 5 and now we have version 15, which has improved a lot. However, there is still considerable scope for improvement because Ataccama ONE Platform was not that great around 2020 when I started working with it. There can still be more features including writing any logic, improving more keywords for logic building, and enhancing address validation, based on my understanding. User experience is actually good; I do not have any complaints or feedback on that. However, the documentation part can be improved because documentation is key for any organization or tool. If anything is needed for understanding, you have to rely on documentation. Ataccama's documentation has potential for improvement.

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Chandrakant Bharadwaj

Head of Data Management at Zeno Health

Efficient management of multi-domain masters but API integrations could be improved

As for improvement, the con is basically API integrations. I would like to have some improved API integrations in the future release. Moreover, there is room for improvement in the setup process. The company should move the deployment to the cloud and make it a ready setup. In the market, many of the players, like Trento, Semarchy, and MDM software which are on the cloud, are ready to use. All the installation is pre-defined so that the installation cost is not to be added by the client every time. So, deployment and installation are specific to the service partner only. A client cannot do it by themselves.

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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"Customer service was excellent, and I would give it a ten out of ten."

"It is also easy to deploy."

"Ataccama ONE Platform has positively impacted my organization by being much cheaper compared to other DQ tools and providing very good support."

"Ataccama ONE Platform has positively impacted our organization because before its implementation, completing tasks such as more than 100 or thousands of rules took more than a week, and now we complete those tasks in less than two or three days due to the automation and one-time task capability."

"Ataccama ONE Platform has helped us narrow it down to sixty-five million, which is a big win—at least a twenty million reduction in the data size or the storage size."

"The product’s important feature is data profiling and quality check."

"The ease of use of the user console is valuable."

"The data profile itself is excellent. You can understand the quality of the data in layman's terms."

More Ataccama ONE Platform pros

"Efficient management of multi-domain masters, product suppliers, and locations."

Cons

"There is a notable challenge in having to provide detailed filters before the site recognizes the search criteria."

"It was a little tough for my team to learn and start using Ataccama ONE Platform because the documentation at that time was not good."

"Data movement is a pain."

"I have heard that the licensing and setup costs are quite high, especially if we try to connect for a support call."

"The interfacing to tools such as Collibra was somewhat cumbersome and required more thought."

"I believe it would be beneficial if it could enhance its flexibility to connect with a wider range of downstream systems beyond just Excel and Postgres."

"Speaking specifically about the version we use, version 12.3, I'm unsure if this has been addressed in subsequent versions. One improvement I'd like to see pertains to the language used in certain components, especially in data quality checks. The language complexity posed a challenge for beginners. Although we had on-site assistance from Ataccama, making it manageable for us, some individuals found it difficult to comprehend, necessitating additional support. The provision of a comprehensive guide for on-premise installation can also be enhanced. The lack of detailed information on the solution's workings and the overwhelming nature of notifications, with extensive content, were areas of concern. Streamlining the notification content in newer versions would significantly expedite issue resolution."

"Although DQA can fetch data from most of the commonly used data sources, it has limited modifiers to get data, meaning that the number of technologies from which the data can be acquired is limited. For example, DQA does not support fetching data from Twitter or Facebook. Many competitors have this feature."

More Ataccama ONE Platform cons

"As for improvement, the con is basically API integrations."

Pricing and Cost Advice

"The product is reasonably priced."

"Despite not being extremely low-cost, the pricing appears reasonable, making it a profitable and viable choice for companies that prioritize data security and adhere to specific policies."

"Our licensing model wasn't user-specific; instead, we paid fees for the engine and maintenance. As we didn't have a support contract, maintenance fees were likely nonexistent. Regarding the upgrade, we had an account for the initial two or three years, and considering the features provided by the solution, the pricing was reasonable."

"There is no need to buy a license. You can just download it and use it for free."

"The pricing of the solution is cost-effective."

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Top Industries

By visitors reading reviews

Manufacturing Company

11%

Financial Services Firm

11%

Computer Software Company

Energy/Utilities Company

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	4
Large Enterprise	11

No data available

Questions from the Community

What needs improvement with Ataccama ONE Platform?

See all answers

What is your primary use case for Ataccama ONE Platform?

My main use case for Ataccama ONE Platform is to develop data quality rules, apply them in the monitoring project, and then triage the issues with the data quality rules. For example, we had a proj...

See all answers

What advice do you have for others considering Ataccama ONE Platform?

Ataccama ONE Platform was on-premise before but has moved to a hybrid cloud now. Ataccama ONE Platform integrates with other tools or systems in my organization. Ataccama ONE Platform connects with...

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Comparisons

Semarchy xDM vs Ataccama ONE Platform

Compared 12% of the time

Microsoft Purview Data Governance vs Ataccama ONE Platform

Compared 11% of the time

Informatica Intelligent Data Management Cloud (IDMC) vs Ataccama ONE Platform

Compared 11% of the time

Collibra Platform vs Ataccama ONE Platform

Compared 10% of the time

Qlik Talend Cloud vs Ataccama ONE Platform

Compared 5% of the time

More Ataccama ONE Platform Competitors

Informatica Intelligent Data Management Cloud (IDMC) vs Enterworks Enable

Compared 44% of the time

SAP Master Data Governance vs Enterworks Enable

Compared 29% of the time

Riversand MDMCenter vs Enterworks Enable

Compared 27% of the time

More Enterworks Enable Competitors

Product Reports

Buyer's Guide

Ataccama ONE Platform

January 2026

Download Ataccama ONE Platform product report

Buyer's Guide

Master Data Management (MDM) Software

January 2026

Download Enterworks Enable product report

Also Known As

Ataccama DQ Analyzer

No data available

Overview

Ataccama ONE Platform provides a comprehensive solution for profiling, cleansing, and integrating data with a user-friendly drag-and-drop interface, enhancing data quality and governance.

Ataccama ONE Platform enhances data profiling and cleansing with easy configuration and robust integration, such as with Collibra. Users value its drag-and-drop capabilities, supporting mainframe, AI, and machine learning. The platform improves data security through profiling and masking while offering extensive integration options. Some areas needing improvement include large database handling and batch management. Additional support for social media data sources, better documentation, and clearer language would be beneficial. Enhanced interfaces, particularly with Collibra, and refined notification systems are desired. This platform suits users seeking improvements in data quality, governance classification, and data migration, connecting with sources like Microsoft SQL, Oracle, and Teradata.

What are the key features of Ataccama ONE Platform?

Data Profiling and Cleansing: Enhances data quality with easy configuration.
Flexible Integration: Seamless integration with platforms like Collibra.
Drag-and-Drop Interface: Provides ease in workflow management.
Support for AI and Machine Learning: Offers advanced analytical capabilities.
Data Security: Ensures protection with profiling and masking features.

What benefits and ROI can users expect?

Improved Data Quality: Enhances data accuracy and reliability.
Enhanced Governance: Facilitates better metadata classification and compliance.
Increased Efficiency: Streamlines data integration and transformation processes.
Advanced Analytics: Leverages AI for insightful data analysis.

In industries like finance and healthcare, Ataccama ONE Platform facilitates data quality management and ensures compliance by connecting with data sources such as Microsoft SQL and Oracle. These industries utilize it for data migration tasks, ensuring data integrity through mapping and transformation processes.

Ataccama

Enable provides a framework of technologies and processes with a central repository of reliable, up-to-date master data consolidated across all enterprise applications. The platform efficiently combines critical elements about complex data domains, provides tools to improve data quality and prescribes data governance mechanisms for consistent use of that data. Enable was developed from inception to master multiple domains, like about products, materials, suppliers, locations, customers, etc, and the relationships between them. Domains can be easily tailored to meet your business model and preferences, rather than your company being forced to fit a pre-existing notion of the data structure.

Enterworks

Sample Customers

Société Générale, First Data, Raiffeisenbank International, T-Mobile, Avast, RSA, Toronto Public Library

Ariens, Big Rock Sports, CPO Commerce, Creative Converting, Fender Musical Instruments, Guthy-Renker, Hearth & Home Technologies, HON Furniture, Interline Brands, Johnstone Supply, MARS/Heat Controller, Mary Kay, Mercer, Orgill, Owens & Minor, Publishers Clearing House, Safety Marketing Services, Synthes, Essendant, US Foods, W.B.Mason

Buyer's Guide

Ataccama ONE Platform vs. Enterworks Enable

December 2025

Free Report: Ataccama ONE Platform vs. Enterworks Enable

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